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May 6, 2026Diabetology InternationalOpen Access

Trends in accuracy management of continuous glucose monitoring systems

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Authors

KTKeiichi TorimotoYOYosuke Okada

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Overview

Mini-review highlights advances in accuracy management of continuous glucose monitoring systems, indicating implications for diabetes care.

Key Points

  • The aim is to summarize recent advancements in managing the accuracy of continuous glucose monitoring systems.
  • Review of advancements in CGM accuracy management driven by technological innovations, regulatory frameworks, and societal demands.
  • Evaluation of key dimensions of CGM accuracy: analytical, clinical, trend accuracy, and precision.
  • Discussion on accuracy study design and clinical risks associated with reduced accuracy optimization.
  • Foundations laid for accuracy management by technological innovations in non-invasive devices and AI signal processing.
  • Regional accuracy standards evolving, particularly in the U.S. and Europe, enhancing treatment safety.
  • Identified growing demands for transparency in CGM performance data, influencing regulatory practices.

Cite This Study

Torimoto et al. (2026) studied this question.

synapsesocial.com/papers/69fada7f03f892aec9b1e43dhttps://doi.org/10.1007/s13340-026-00901-w
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